Triple
T2857863
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint water crisis |
E63245
|
entity |
| Predicate | involvesPerson |
P1256
|
FINISHED |
| Object |
Mona Hanna-Attisha
Mona Hanna-Attisha is a pediatrician and public health advocate who played a pivotal role in exposing the lead contamination in Flint, Michigan’s water supply.
|
E305073
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Mona Hanna-Attisha | Statement: [Flint water crisis, involvesPerson, Mona Hanna-Attisha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mona Hanna-Attisha Context triple: [Flint water crisis, involvesPerson, Mona Hanna-Attisha]
-
A.
Gail Mutrux
Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
-
B.
Nirine S. Brown
Nirine S. Brown is an actress known for her role in the psychological horror-thriller television series "Swarm."
-
C.
Dr. Sacheen Carr-Ellis
Dr. Sacheen Carr-Ellis is a physician who served as a key medical respondent in the landmark U.S. Supreme Court abortion case Dobbs v. Jackson Women’s Health Organization.
-
D.
Jennifer L. Mnookin
Jennifer L. Mnookin is an American legal scholar and academic leader who serves as the chancellor of the University of Wisconsin–Madison.
-
E.
Soraya M. Coley
Soraya M. Coley is an American academic administrator and educator who has served as a leading figure in higher education, notably as the first woman to lead California State Polytechnic University, Pomona.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Mona Hanna-Attisha Triple: [Flint water crisis, involvesPerson, Mona Hanna-Attisha]
Generated description
Mona Hanna-Attisha is a pediatrician and public health advocate who played a pivotal role in exposing the lead contamination in Flint, Michigan’s water supply.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mona Hanna-Attisha Target entity description: Mona Hanna-Attisha is a pediatrician and public health advocate who played a pivotal role in exposing the lead contamination in Flint, Michigan’s water supply.
-
A.
Gail Mutrux
Gail Mutrux is an American film producer known for her work on acclaimed dramas such as "News of the World" and "Donnie Brasco."
-
B.
Nirine S. Brown
Nirine S. Brown is an actress known for her role in the psychological horror-thriller television series "Swarm."
-
C.
Dr. Sacheen Carr-Ellis
Dr. Sacheen Carr-Ellis is a physician who served as a key medical respondent in the landmark U.S. Supreme Court abortion case Dobbs v. Jackson Women’s Health Organization.
-
D.
Jennifer L. Mnookin
Jennifer L. Mnookin is an American legal scholar and academic leader who serves as the chancellor of the University of Wisconsin–Madison.
-
E.
Soraya M. Coley
Soraya M. Coley is an American academic administrator and educator who has served as a leading figure in higher education, notably as the first woman to lead California State Polytechnic University, Pomona.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ab4c41e8c08190a9e8f5249cc12610 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdf89d3b4819086936f26d8683a2a |
completed | March 7, 2026, 8:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d91f6448190866f6ee0491041cf |
completed | March 10, 2026, 1:33 p.m. |
| NEDg | Description generation | batch_69b01e45f6e481908665e0961c3a3778 |
completed | March 10, 2026, 1:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0224832108190be252c0245d588d2 |
completed | March 10, 2026, 1:53 p.m. |
Created at: March 6, 2026, 10:02 p.m.